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Decision Making and Imperfection - Herausgegeben:Karny, Miroslav; Guy, Tatiana V; Wolpert, David
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Herausgegeben:Karny, Miroslav; Guy, Tatiana V; Wolpert, David:

Decision Making and Imperfection - Taschenbuch

2015, ISBN: 9783642446382

[ED: Softcover], [PU: Springer / Springer Berlin Heidelberg / Springer, Berlin], Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ… Mehr…

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Herausgegeben:Karny, Miroslav Guy, Tatiana V Wolpert, David:

Decision Making and Imperfection - Taschenbuch

2015, ISBN: 9783642446382

[ED: Softcover], [PU: Springer / Springer Berlin Heidelberg / Springer, Berlin], Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ… Mehr…

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Decision Making and Imperfection - Tatiana V Guy
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Tatiana V Guy:
Decision Making and Imperfection - Taschenbuch

2015

ISBN: 3642446388

[EAN: 9783642446382], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], COMPUTATIONALINTELLIGENCE; DECISIONMAKING, Druck auf Anfrage Neuware -Decision making (DM) is ubiquitous in bot… Mehr…

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Guy, Tatiana V|Karny, Miroslav|Wolpert, David:
Decision Making and Imperfection - Taschenbuch

2015, ISBN: 3642446388

[EAN: 9783642446382], Neubuch, [PU: Springer Berlin Heidelberg], COMPUTATIONALINTELLIGENCE DECISIONMAKING TECHNIK ALLGEMEINES LEXIKA COMPUTATIONAL INTELLIGENCE DECISION MAKING IMPERFECTIO… Mehr…

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Guy, Tatiana V Karny, Miroslav Wolpert, David:
Decision Making and Imperfection - Taschenbuch

2015, ISBN: 9783642446382

[ED: Kartoniert / Broschiert], [PU: Springer Berlin Heidelberg], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Latest research on Decisi… Mehr…

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
Decision Making and Imperfection

Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process.

 

The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider:

 

·          how a crowd of imperfect decision makers outperforms experts' decisions;

 

·          how to decrease decision makers' imperfection by reducing knowledge available;

 

·          how to decrease imperfection via automated elicitation of DM preferences;

 

·          a human's limited willingness to master the available decision-support tools as an additional source of imperfection;

 

·          how the decision maker's emotional state influences the rationality;  a DM support of edutainment robot based on its system of values and respecting emotions.

 

The book will appeal to anyone interested in the challenging topic of DM theory and its applications.

Detailangaben zum Buch - Decision Making and Imperfection


EAN (ISBN-13): 9783642446382
ISBN (ISBN-10): 3642446388
Taschenbuch
Erscheinungsjahr: 2012
Herausgeber: Springer Berlin

Buch in der Datenbank seit 2015-04-19T06:52:31+02:00 (Berlin)
Detailseite zuletzt geändert am 2022-10-11T21:42:36+02:00 (Berlin)
ISBN/EAN: 9783642446382

ISBN - alternative Schreibweisen:
3-642-44638-8, 978-3-642-44638-2
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: wolpe, miroslav karny, miroslav kárny, karn, wolpert, kárný miroslav
Titel des Buches: decision


Daten vom Verlag:

Autor/in: Tatiana V Guy; Miroslav Karny; David Wolpert
Titel: Studies in Computational Intelligence; Decision Making and Imperfection
Verlag: Springer; Springer Berlin
187 Seiten
Erscheinungsjahr: 2015-03-07
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XV, 187 p. 72 illus., 24 illus. in color.

BC; Hardcover, Softcover / Technik/Allgemeines, Lexika; Künstliche Intelligenz; Verstehen; Computational Intelligence; Decision Making; Imperfection; Computational Intelligence; Artificial Intelligence; BB

Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process. The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider: ·          how a crowd of imperfect decision makers outperforms experts' decisions; ·          how to decrease decision makers' imperfection by reducing knowledge available; ·          how to decrease imperfection via automated elicitation of DM preferences; ·          a human's limited willingness to master the available decision-support tools as an additional source of imperfection;  ·          how the decision maker's emotional state influences the rationality;  a DM support of edutainment robot based on its system of values and respecting emotions. The book will appeal to anyone interested in the challenging topic of DM theory and its applications..
Latest research on Decision Making and Imperfection Results of the a workshop Decision Making with Multiple Imperfect Decision Maker shield in conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011) December 16-17, 2011, Sierra Nevada, Spain Written by leading experts in the field

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